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Benchmarks
Critical transition detection on B-RM Semi-real
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0.963
AUROC
TipPFN
0.47524
0.60187
0.7285
0.85513
May 12, 2026
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
TipPFN
Context episodes=2c
2026.05
0.963
TipPFN
Context episodes=1c
2026.05
0.951
TipPFN
Context episodes=0c
2026.05
0.815
Bury
Evaluation setting=Ptip
2026.05
0.784
TabPFN
Context episodes=2c
2026.05
0.741
EWS
Evaluation setting=τvar
2026.05
0.604
Huang
Evaluation setting=Ptip
2026.05
0.604
Zhuge
Evaluation setting=Δ±tip
2026.05
0.57
TabPFN
Context episodes=1c
2026.05
0.494
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